Pandas Profiling Report - Versão Final

Dataset statistics

Number of variables	42
Number of observations	133.892
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	42.9 MiB
Average record size in memory	336.0 B

Variable types

Numeric	25
Categorical	11
DateTime	3
Text	3

Alerts

`GESTOR_TP` is highly imbalanced (61.6%)	Imbalance
`AUD_JUST` is highly imbalanced (80.5%)	Imbalance
`TPDISEC2` is highly imbalanced (88.9%)	Imbalance
`PROC_SOLIC` is highly skewed (γ1 = 63.01133799)	Skewed
`PROC_REA` is highly skewed (γ1 = 70.70512858)	Skewed
`CGC_HOSP` has 11466 (8.6%) zeros	Zeros
`DIAR_ACOM` has 128592 (96.0%) zeros	Zeros
`VAL_SH` has 5337 (4.0%) zeros	Zeros
`VAL_SP` has 5337 (4.0%) zeros	Zeros
`VAL_TOT` has 5337 (4.0%) zeros	Zeros
`US_TOT` has 5337 (4.0%) zeros	Zeros
`DIAS_PERM` has 2571 (1.9%) zeros	Zeros
`GESTOR_CPF` has 123875 (92.5%) zeros	Zeros
`CNPJ_MANT` has 76185 (56.9%) zeros	Zeros

Reproduction

Analysis started	2024-04-29 20:01:13.203905
Analysis finished	2024-04-29 20:06:02.042318
Duration	4 minutes and 48.84 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

UF_ZI
Real number (ℝ)

Distinct	231
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	351355.03

Minimum	350000
Maximum	355700
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	350000
5-th percentile	350000
Q1	350000
median	350000
Q3	352470
95-th percentile	355030
Maximum	355700
Range	5700
Interquartile range (IQR)	2470

Descriptive statistics

Standard deviation	1958.9768
Coefficient of variation (CV)	0.0055754911
Kurtosis	-0.51943059
Mean	351355.03
Median Absolute Deviation (MAD)	0
Skewness	1.0857069
Sum	4.7043627 × 10¹⁰
Variance	3837590.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
350000	71027	53.0%
355030	10704	8.0%
354980	5607	4.2%
350190	5095	3.8%
351110	3774	2.8%
351620	3090	2.3%
354990	2366	1.8%
352900	2000	1.5%
350160	1729	1.3%
353730	1594	1.2%
Other values (221)	26906	20.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
350000	71027	53.0%
350010	1515	1.1%
350050	34	< 0.1%
350100	240	0.2%
350110	5	< 0.1%
350130	25	< 0.1%
350160	1729	1.3%
350170	11	< 0.1%
350190	5095	3.8%
350210	1	< 0.1%

Value	Count	Frequency (%)
355700	48	< 0.1%
355680	27	< 0.1%
355670	102	0.1%
355650	113	0.1%
355630	39	< 0.1%
355620	1	< 0.1%
355600	1	< 0.1%
355540	424	0.3%
355470	2	< 0.1%
355430	57	< 0.1%

ANO_CMPT
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

2023	33473
2019	28396
2022	26645
2020	22746
2021	22632

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	535.568
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2019
2nd row	2019
3rd row	2019
4th row	2019
5th row	2019

Common Values

Value	Count	Frequency (%)
2023	33473	25.0%
2019	28396	21.2%
2022	26645	19.9%
2020	22746	17.0%
2021	22632	16.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023	33473	25.0%
2019	28396	21.2%
2022	26645	19.9%
2020	22746	17.0%
2021	22632	16.9%

Most occurring characters

Value	Count	Frequency (%)
2	266033	49.7%
0	156638	29.2%
1	51028	9.5%
3	33473	6.2%
9	28396	5.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	535568	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	266033	49.7%
0	156638	29.2%
1	51028	9.5%
3	33473	6.2%
9	28396	5.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	535568	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	266033	49.7%
0	156638	29.2%
1	51028	9.5%
3	33473	6.2%
9	28396	5.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	535568	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	266033	49.7%
0	156638	29.2%
1	51028	9.5%
3	33473	6.2%
9	28396	5.3%

MES_CMPT
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.5785932

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	7
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	3.4879537
Coefficient of variation (CV)	0.53019751
Kurtosis	-1.2452028
Mean	6.5785932
Median Absolute Deviation (MAD)	3
Skewness	-0.035636535
Sum	880821
Variance	12.165821
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
10	11818	8.8%
12	11759	8.8%
11	11656	8.7%
3	11552	8.6%
9	11324	8.5%
8	11311	8.4%
1	11252	8.4%
2	10889	8.1%
7	10813	8.1%
5	10704	8.0%
Other values (2)	20814	15.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	11252	8.4%
2	10889	8.1%
3	11552	8.6%
4	10434	7.8%
5	10704	8.0%
6	10380	7.8%
7	10813	8.1%
8	11311	8.4%
9	11324	8.5%
10	11818	8.8%

Value	Count	Frequency (%)
12	11759	8.8%
11	11656	8.7%
10	11818	8.8%
9	11324	8.5%
8	11311	8.4%
7	10813	8.1%
6	10380	7.8%
5	10704	8.0%
4	10434	7.8%
3	11552	8.6%

ESPEC
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.8864981

Minimum	1
Maximum	87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	5
median	5
Q3	5
95-th percentile	14
Maximum	87
Range	86
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.485522
Coefficient of variation (CV)	1.9635486
Kurtosis	21.950292
Mean	7.8864981
Median Absolute Deviation (MAD)	0
Skewness	4.8745221
Sum	1055939
Variance	239.80139
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	108168	80.8%
3	17688	13.2%
87	4903	3.7%
14	2198	1.6%
7	538	0.4%
2	352	0.3%
1	18	< 0.1%
4	12	< 0.1%
13	9	< 0.1%
8	5	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	18	< 0.1%
2	352	0.3%
3	17688	13.2%
4	12	< 0.1%
5	108168	80.8%
7	538	0.4%
8	5	< 0.1%
9	1	< 0.1%
13	9	< 0.1%
14	2198	1.6%

Value	Count	Frequency (%)
87	4903	3.7%
14	2198	1.6%
13	9	< 0.1%
9	1	< 0.1%
8	5	< 0.1%
7	538	0.4%
5	108168	80.8%
4	12	< 0.1%
3	17688	13.2%
2	352	0.3%

CGC_HOSP
Real number (ℝ)

ZEROS

Distinct	347
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4470717 × 10¹³

Minimum	0
Maximum	7.2957814 × 10¹³
Zeros	11466
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.63745 × 10¹³
median	4.6392148 × 10¹³
Q3	5.07566 × 10¹³
95-th percentile	6.019499 × 10¹³
Maximum	7.2957814 × 10¹³
Range	7.2957814 × 10¹³
Interquartile range (IQR)	4.3821 × 10¹²

Descriptive statistics

Standard deviation	1.6165245 × 10¹³
Coefficient of variation (CV)	0.36350313
Kurtosis	3.1041664
Mean	4.4470717 × 10¹³
Median Absolute Deviation (MAD)	3.125928 × 10¹²
Skewness	-1.9667595
Sum	5.9542733 × 10¹⁸
Variance	2.6131515 × 10²⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.9914773 × 10¹³	12131	9.1%
0	11466	8.6%
5.9986224 × 10¹³	5606	4.2%
5.4228366 × 10¹³	5474	4.1%
4.3464031 × 10¹³	5032	3.8%
5.07566 × 10¹³	4305	3.2%
4.8209704 × 10¹³	4035	3.0%
4.7078019 × 10¹³	3774	2.8%
5.6390123 × 10¹³	3665	2.7%
4.7957667 × 10¹³	3090	2.3%
Other values (337)	75314	56.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11466	8.6%
3.394000019 × 10¹⁰	1594	1.2%
2.41171 × 10¹²	1	< 0.1%
2.927389 × 10¹²	5	< 0.1%
6.352252 × 10¹²	931	0.7%
7.956704 × 10¹²	2	< 0.1%
9.161265 × 10¹²	293	0.2%
9.528436 × 10¹²	1	< 0.1%
1.133775 × 10¹³	21	< 0.1%
1.3370183 × 10¹³	1	< 0.1%

Value	Count	Frequency (%)
7.2957814 × 10¹³	14	< 0.1%
7.2938079 × 10¹³	27	< 0.1%
7.2909179 × 10¹³	102	0.1%
7.2835804 × 10¹³	39	< 0.1%
7.279028 × 10¹³	1	< 0.1%
7.2747967 × 10¹³	424	0.3%
7.2547623 × 10¹³	4	< 0.1%
7.2189582 × 10¹³	77	0.1%
7.212721 × 10¹³	11	< 0.1%
7.2079114 × 10¹³	444	0.3%

N_AIH
Real number (ℝ)

Distinct	98513
Distinct (%)	73.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5211022 × 10¹²

Minimum	3.5081009 × 10¹²
Maximum	3.5231317 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	3.5081009 × 10¹²
5-th percentile	3.5191035 × 10¹²
Q1	3.5201007 × 10¹²
median	3.5211168 × 10¹²
Q3	3.5221278 × 10¹²
95-th percentile	3.5231212 × 10¹²
Maximum	3.5231317 × 10¹²
Range	1.5030801 × 10¹⁰
Interquartile range (IQR)	2.0271252 × 10⁹

Descriptive statistics

Standard deviation	1.6437999 × 10⁹
Coefficient of variation (CV)	0.00046684243
Kurtosis	4.3708483
Mean	3.5211022 × 10¹²
Median Absolute Deviation (MAD)	1.0142795 × 10⁹
Skewness	-0.96215135
Sum	4.7144741 × 10¹⁷
Variance	2.7020782 × 10¹⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.515112099 × 10¹²	60	< 0.1%
3.517101778 × 10¹²	60	< 0.1%
3.508118575 × 10¹²	60	< 0.1%
3.514108688 × 10¹²	60	< 0.1%
3.5181064 × 10¹²	59	< 0.1%
3.511104635 × 10¹²	59	< 0.1%
3.518106376 × 10¹²	59	< 0.1%
3.512115599 × 10¹²	58	< 0.1%
3.519117615 × 10¹²	51	< 0.1%
3.514100598 × 10¹²	51	< 0.1%
Other values (98503)	133315	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.508100889 × 10¹²	29	< 0.1%
3.508102541 × 10¹²	8	< 0.1%
3.508102554 × 10¹²	1	< 0.1%
3.508103318 × 10¹²	19	< 0.1%
3.50810332 × 10¹²	12	< 0.1%
3.508118575 × 10¹²	60	< 0.1%
3.509122723 × 10¹²	7	< 0.1%
3.510104219 × 10¹²	12	< 0.1%
3.510120617 × 10¹²	13	< 0.1%
3.511104635 × 10¹²	59	< 0.1%

Value	Count	Frequency (%)
3.52313169 × 10¹²	1	< 0.1%
3.52313169 × 10¹²	1	< 0.1%
3.52313169 × 10¹²	1	< 0.1%
3.52313169 × 10¹²	1	< 0.1%
3.52313169 × 10¹²	1	< 0.1%
3.523131688 × 10¹²	1	< 0.1%
3.523131687 × 10¹²	1	< 0.1%
3.523131675 × 10¹²	1	< 0.1%
3.523131649 × 10¹²	1	< 0.1%
3.523131649 × 10¹²	1	< 0.1%

IDENT
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

1	97910
5	35982

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	133.892
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	97910	73.1%
5	35982	26.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	97910	73.1%
5	35982	26.9%

Most occurring characters

Value	Count	Frequency (%)
1	97910	73.1%
5	35982	26.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	97910	73.1%
5	35982	26.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	97910	73.1%
5	35982	26.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	97910	73.1%
5	35982	26.9%

CEP
Real number (ℝ)

Distinct	36844
Distinct (%)	27.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12113200

Minimum	1001000
Maximum	95700000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1001000
5-th percentile	2443000
Q1	8320450
median	13510000
Q3	15054673
95-th percentile	19053680
Maximum	95700000
Range	94699000
Interquartile range (IQR)	6734223

Descriptive statistics

Standard deviation	5387789.6
Coefficient of variation (CV)	0.44478663
Kurtosis	19.376503
Mean	12113200
Median Absolute Deviation (MAD)	3410000
Skewness	1.185805
Sum	1.6218606 × 10¹²
Variance	2.9028277 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1121000	2746	2.1%
13990000	1786	1.3%
2938000	1001	0.7%
14240000	985	0.7%
1214000	654	0.5%
4301002	629	0.5%
13700000	620	0.5%
13920000	556	0.4%
17400000	545	0.4%
13720000	505	0.4%
Other values (36834)	123865	92.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1001000	6	< 0.1%
1001001	1	< 0.1%
1003000	1	< 0.1%
1005020	1	< 0.1%
1006020	2	< 0.1%
1007000	1	< 0.1%
1007020	2	< 0.1%
1008000	3	< 0.1%
1009000	1	< 0.1%
1009999	2	< 0.1%

Value	Count	Frequency (%)
95700000	2	< 0.1%
95115530	1	< 0.1%
91530100	1	< 0.1%
91120128	1	< 0.1%
89909971	1	< 0.1%
89900000	2	< 0.1%
89809556	2	< 0.1%
89520000	1	< 0.1%
89237382	2	< 0.1%
88902330	1	< 0.1%

MUNIC_RES
Real number (ℝ)

Distinct	755
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	353307.73

Minimum	120040
Maximum	530010
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	120040
5-th percentile	350430
Q1	351820
median	353730
Q3	355030
95-th percentile	355280
Maximum	530010
Range	409970
Interquartile range (IQR)	3210

Descriptive statistics

Standard deviation	4253.8078
Coefficient of variation (CV)	0.012039951
Kurtosis	1106.0521
Mean	353307.73
Median Absolute Deviation (MAD)	1300
Skewness	-7.424406
Sum	4.7305078 × 10¹⁰
Variance	18094881
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
355030	26620	19.9%
354980	4432	3.3%
354990	2375	1.8%
351620	2370	1.8%
354140	2364	1.8%
352900	2290	1.7%
354340	2264	1.7%
351880	1918	1.4%
350950	1883	1.4%
352260	1820	1.4%
Other values (745)	85556	63.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
120040	1	< 0.1%
130080	1	< 0.1%
130260	5	< 0.1%
150140	5	< 0.1%
150775	1	< 0.1%
172100	1	< 0.1%
210480	1	< 0.1%
220210	1	< 0.1%
230030	1	< 0.1%
230440	2	< 0.1%

Value	Count	Frequency (%)
530010	1	< 0.1%
522185	1	< 0.1%
520870	2	< 0.1%
520640	1	< 0.1%
520140	1	< 0.1%
510792	2	< 0.1%
510779	1	< 0.1%
510760	1	< 0.1%
510510	1	< 0.1%
500830	1	< 0.1%

NASC
Date

Distinct	19190
Distinct (%)	14.3%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

Minimum	1970-01-01 00:00:00.018970
Maximum	1970-01-01 00:00:00.020230

Histogram

Histogram with fixed size bins (bins=50)

SEXO
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

1	76490
3	57402

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	133.892
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	3
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	76490	57.1%
3	57402	42.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	76490	57.1%
3	57402	42.9%

Most occurring characters

Value	Count	Frequency (%)
1	76490	57.1%
3	57402	42.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	76490	57.1%
3	57402	42.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	76490	57.1%
3	57402	42.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	76490	57.1%
3	57402	42.9%

DIAR_ACOM
Real number (ℝ)

ZEROS

Distinct	35
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.19471664

Minimum	0
Maximum	37
Zeros	128592
Zeros (%)	96.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	37
Range	37
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.468026
Coefficient of variation (CV)	7.5392942
Kurtosis	189.4173
Mean	0.19471664
Median Absolute Deviation (MAD)	0
Skewness	12.279722
Sum	26071
Variance	2.1551004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0	128592	96.0%
1	1456	1.1%
2	925	0.7%
3	661	0.5%
4	412	0.3%
5	347	0.3%
6	301	0.2%
7	210	0.2%
8	164	0.1%
9	135	0.1%
Other values (25)	689	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	128592	96.0%
1	1456	1.1%
2	925	0.7%
3	661	0.5%
4	412	0.3%
5	347	0.3%
6	301	0.2%
7	210	0.2%
8	164	0.1%
9	135	0.1%

Value	Count	Frequency (%)
37	1	< 0.1%
34	2	< 0.1%
33	3	< 0.1%
32	1	< 0.1%
30	53	< 0.1%
29	19	< 0.1%
28	8	< 0.1%
27	10	< 0.1%
26	10	< 0.1%
25	10	< 0.1%

QT_DIARIAS
Real number (ℝ)

Distinct	59
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.788501

Minimum	0
Maximum	104
Zeros	1183
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	11
Q3	23
95-th percentile	31
Maximum	104
Range	104
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	10.805386
Coefficient of variation (CV)	0.78365196
Kurtosis	-1.0309317
Mean	13.788501
Median Absolute Deviation (MAD)	8
Skewness	0.48652273
Sum	1846170
Variance	116.75637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	11281	8.4%
31	10315	7.7%
2	10036	7.5%
30	8931	6.7%
3	8533	6.4%
4	6829	5.1%
5	5648	4.2%
6	5243	3.9%
7	4681	3.5%
8	4194	3.1%
Other values (49)	58201	43.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1183	0.9%
1	11281	8.4%
2	10036	7.5%
3	8533	6.4%
4	6829	5.1%
5	5648	4.2%
6	5243	3.9%
7	4681	3.5%
8	4194	3.1%
9	3777	2.8%

Value	Count	Frequency (%)
104	1	< 0.1%
101	1	< 0.1%
91	1	< 0.1%
83	1	< 0.1%
79	1	< 0.1%
70	1	< 0.1%
67	1	< 0.1%
63	1	< 0.1%
55	1	< 0.1%
51	1	< 0.1%

PROC_SOLIC
Real number (ℝ)

SKEWED

Distinct	92
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.0325849 × 10⁸

Minimum	3.0106001 × 10⁸
Maximum	5.0602004 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	3.0106001 × 10⁸
5-th percentile	3.0317009 × 10⁸
Q1	3.0317014 × 10⁸
median	3.0317018 × 10⁸
Q3	3.0317019 × 10⁸
95-th percentile	3.031702 × 10⁸
Maximum	5.0602004 × 10⁸
Range	2.0496004 × 10⁸
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	1887675.3
Coefficient of variation (CV)	0.0062246414
Kurtosis	5372.0032
Mean	3.0325849 × 10⁸
Median Absolute Deviation (MAD)	8
Skewness	63.011338
Sum	4.0603886 × 10¹³
Variance	3.5633182 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
303170190	56242	42.0%
303170140	28286	21.1%
303170093	12408	9.3%
303170182	12119	9.1%
303170131	8675	6.5%
303170204	4619	3.4%
308020030	3231	2.4%
301060088	3141	2.3%
303170107	2214	1.7%
303170158	1656	1.2%
Other values (82)	1301	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
301060010	319	0.2%
301060070	17	< 0.1%
301060088	3141	2.3%
301090017	7	< 0.1%
301090025	2	< 0.1%
303010010	1	< 0.1%
303010037	7	< 0.1%
303010061	3	< 0.1%
303010134	1	< 0.1%
303010142	1	< 0.1%

Value	Count	Frequency (%)
506020045	2	< 0.1%
503010014	2	< 0.1%
415040027	2	< 0.1%
415020077	1	< 0.1%
415010012	2	< 0.1%
413010015	1	< 0.1%
411010034	1	< 0.1%
411010026	6	< 0.1%
409010090	1	< 0.1%
408060484	1	< 0.1%

PROC_REA
Real number (ℝ)

SKEWED

Distinct	70
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.032505 × 10⁸

Minimum	3.0106001 × 10⁸
Maximum	5.0602004 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	3.0106001 × 10⁸
5-th percentile	3.0317009 × 10⁸
Q1	3.0317014 × 10⁸
median	3.0317018 × 10⁸
Q3	3.0317019 × 10⁸
95-th percentile	3.031702 × 10⁸
Maximum	5.0602004 × 10⁸
Range	2.0496004 × 10⁸
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	1720222.6
Coefficient of variation (CV)	0.0056726125
Kurtosis	7008.7909
Mean	3.032505 × 10⁸
Median Absolute Deviation (MAD)	8
Skewness	70.705129
Sum	4.0602816 × 10¹³
Variance	2.9591657 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
303170190	56242	42.0%
303170140	28280	21.1%
303170093	12408	9.3%
303170182	12188	9.1%
303170131	8707	6.5%
303170204	4619	3.4%
308020030	3200	2.4%
301060088	3178	2.4%
303170107	2213	1.7%
303170158	1644	1.2%
Other values (60)	1213	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
301060010	322	0.2%
301060070	17	< 0.1%
301060088	3178	2.4%
301090017	7	< 0.1%
301090025	2	< 0.1%
303010037	5	< 0.1%
303010061	3	< 0.1%
303010223	1	< 0.1%
303030020	5	< 0.1%
303030038	2	< 0.1%

Value	Count	Frequency (%)
506020045	2	< 0.1%
503010014	2	< 0.1%
415020077	1	< 0.1%
415010012	2	< 0.1%
411010034	1	< 0.1%
411010026	6	< 0.1%
409010090	1	< 0.1%
407040161	1	< 0.1%
310010047	8	< 0.1%
308040015	85	0.1%

VAL_SH
Real number (ℝ)

ZEROS

Distinct	5094
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	749.13277

Minimum	0
Maximum	54389.39
Zeros	5337
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	33.34
Q1	149.34
median	580.03
Q3	1231.88
95-th percentile	1957.6
Maximum	54389.39
Range	54389.39
Interquartile range (IQR)	1082.54

Descriptive statistics

Standard deviation	690.74615
Coefficient of variation (CV)	0.92206106
Kurtosis	315.1146
Mean	749.13277
Median Absolute Deviation (MAD)	469.7
Skewness	5.6910887
Sum	1.0030288 × 10⁸
Variance	477130.25
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49.78	7450	5.6%
0	5337	4.0%
99.56	3699	2.8%
149.34	2946	2.2%
2247.61	2268	1.7%
199.12	2211	1.7%
1493.4	2198	1.6%
33.34	2045	1.5%
1909.42	1892	1.4%
248.9	1785	1.3%
Other values (5084)	102061	76.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5337	4.0%
17.12	5	< 0.1%
20.03	1	< 0.1%
30.47	14	< 0.1%
33.34	2045	1.5%
33.95	16	< 0.1%
34.24	2	< 0.1%
34.34	38	< 0.1%
34.6	1	< 0.1%
35.34	1	< 0.1%

Value	Count	Frequency (%)
54389.39	1	< 0.1%
27198.94	1	< 0.1%
24905.02	1	< 0.1%
20395.64	1	< 0.1%
19272.59	1	< 0.1%
17137.81	1	< 0.1%
15480.82	1	< 0.1%
14337.44	1	< 0.1%
13880.33	1	< 0.1%
11424.67	1	< 0.1%

VAL_SP
Real number (ℝ)

ZEROS

Distinct	894
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102.98244

Minimum	0
Maximum	8846.62
Zeros	5337
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	7.22
Q1	23.88
median	77.87
Q3	168.23
95-th percentile	267.19
Maximum	8846.62
Range	8846.62
Interquartile range (IQR)	144.35

Descriptive statistics

Standard deviation	96.494602
Coefficient of variation (CV)	0.93700057
Kurtosis	571.50011
Mean	102.98244
Median Absolute Deviation (MAD)	63.43
Skewness	8.3250145
Sum	13788524
Variance	9311.2081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.22	9033	6.7%
0	5337	4.0%
14.44	4578	3.4%
21.66	3709	2.8%
10.88	3168	2.4%
28.88	2819	2.1%
216.6	2740	2.0%
26.62	2412	1.8%
36.1	2309	1.7%
306.78	2308	1.7%
Other values (884)	95479	71.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5337	4.0%
3.3	97	0.1%
4.64	16	< 0.1%
4.86	5	< 0.1%
5	1	< 0.1%
5.09	139	0.1%
5.73	1	< 0.1%
5.97	372	0.3%
6.23	34	< 0.1%
6.56	2	< 0.1%

Value	Count	Frequency (%)
8846.62	1	< 0.1%
4173.37	1	< 0.1%
4021.27	1	< 0.1%
3104.98	1	< 0.1%
2901.01	1	< 0.1%
2533.85	1	< 0.1%
2456.62	1	< 0.1%
2281.61	1	< 0.1%
1837.85	1	< 0.1%
1827.52	1	< 0.1%

VAL_TOT
Real number (ℝ)

ZEROS

Distinct	5261
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	852.11521

Minimum	0
Maximum	63236.01
Zeros	5337
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	44.22
Q1	171
median	659.19
Q3	1400.79
95-th percentile	2224.79
Maximum	63236.01
Range	63236.01
Interquartile range (IQR)	1229.79

Descriptive statistics

Standard deviation	786.53618
Coefficient of variation (CV)	0.92303972
Kurtosis	341.4698
Mean	852.11521
Median Absolute Deviation (MAD)	530.42
Skewness	5.9768721
Sum	1.1409141 × 10⁸
Variance	618639.16
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
57	7417	5.5%
0	5337	4.0%
114	3695	2.8%
171	2945	2.2%
2554.39	2268	1.7%
228	2210	1.7%
44.22	2045	1.5%
1710	1976	1.5%
2170.03	1892	1.4%
285	1785	1.3%
Other values (5251)	102322	76.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5337	4.0%
21.98	5	< 0.1%
25.03	1	< 0.1%
38.59	16	< 0.1%
39.88	96	0.1%
40.38	14	< 0.1%
42.37	139	0.1%
43.04	1	< 0.1%
43.96	2	< 0.1%
44.22	2045	1.5%

Value	Count	Frequency (%)
63236.01	1	< 0.1%
31372.31	1	< 0.1%
28926.29	1	< 0.1%
23296.65	1	< 0.1%
21554.2	1	< 0.1%
20242.79	1	< 0.1%
18014.67	1	< 0.1%
16336.95	1	< 0.1%
16074.06	1	< 0.1%
13252.19	1	< 0.1%

US_TOT
Real number (ℝ)

ZEROS

Distinct	18865
Distinct (%)	14.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	175.41708

Minimum	0
Maximum	13146.77
Zeros	5337
Zeros (%)	4.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	8.75
Q1	38.08
median	134.325
Q3	286.9975
95-th percentile	468.307
Maximum	13146.77
Range	13146.77
Interquartile range (IQR)	248.9175

Descriptive statistics

Standard deviation	163.52533
Coefficient of variation (CV)	0.93220871
Kurtosis	333.15673
Mean	175.41708
Median Absolute Deviation (MAD)	107.585
Skewness	5.808658
Sum	23486943
Variance	26740.533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5337	4.0%
11.4	358	0.3%
14.46	299	0.2%
10.42	298	0.2%
10.51	247	0.2%
10.98	246	0.2%
10.1	244	0.2%
11.19	235	0.2%
10.55	227	0.2%
10.89	219	0.2%
Other values (18855)	126182	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5337	4.0%
3.86	1	< 0.1%
3.94	1	< 0.1%
3.98	1	< 0.1%
4.2	1	< 0.1%
4.65	1	< 0.1%
6.65	1	< 0.1%
6.84	1	< 0.1%
6.87	1	< 0.1%
7	4	< 0.1%

Value	Count	Frequency (%)
13146.77	1	< 0.1%
6363.55	1	< 0.1%
5638.65	1	< 0.1%
4506.12	1	< 0.1%
4182.39	1	< 0.1%
3991.51	1	< 0.1%
3464.35	1	< 0.1%
3159.95	1	< 0.1%
3157.96	1	< 0.1%
2558.33	1	< 0.1%

DT_INTER
Date

Distinct	1996
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

Minimum	1970-01-01 00:00:00.020080
Maximum	1970-01-01 00:00:00.020231

Histogram

Histogram with fixed size bins (bins=50)

DT_SAIDA
Date

Distinct	1914
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

Minimum	1970-01-01 00:00:00.020180
Maximum	1970-01-01 00:00:00.020231

Histogram

Histogram with fixed size bins (bins=50)

DIAG_PRINC
Categorical

Distinct	29
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

F192	52987
F312	22258
F322	9238
F323	5497
F195	4785
Other values (24)	39127

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	535.568
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F192
2nd row	F192
3rd row	F312
4th row	F312
5th row	F312

Common Values

Value	Count	Frequency (%)
F192	52987	39.6%
F312	22258	16.6%
F322	9238	6.9%
F323	5497	4.1%
F195	4785	3.6%
F190	4575	3.4%
F329	4410	3.3%
F199	3484	2.6%
F311	2942	2.2%
F319	2814	2.1%
Other values (19)	20902	15.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
f192	52987	39.6%
f312	22258	16.6%
f322	9238	6.9%
f323	5497	4.1%
f195	4785	3.6%
f190	4575	3.4%
f329	4410	3.3%
f199	3484	2.6%
f311	2942	2.2%
f319	2814	2.1%
Other values (19)	20902	15.6%

Most occurring characters

Value	Count	Frequency (%)
F	133892	25.0%
1	115298	21.5%
2	110258	20.6%
9	80411	15.0%
3	70802	13.2%
0	8784	1.6%
5	6188	1.2%
	3270	0.6%
8	2747	0.5%
6	1584	0.3%
Other values (2)	2334	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	535568	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	133892	25.0%
1	115298	21.5%
2	110258	20.6%
9	80411	15.0%
3	70802	13.2%
0	8784	1.6%
5	6188	1.2%
	3270	0.6%
8	2747	0.5%
6	1584	0.3%
Other values (2)	2334	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	535568	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	133892	25.0%
1	115298	21.5%
2	110258	20.6%
9	80411	15.0%
3	70802	13.2%
0	8784	1.6%
5	6188	1.2%
	3270	0.6%
8	2747	0.5%
6	1584	0.3%
Other values (2)	2334	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	535568	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	133892	25.0%
1	115298	21.5%
2	110258	20.6%
9	80411	15.0%
3	70802	13.2%
0	8784	1.6%
5	6188	1.2%
	3270	0.6%
8	2747	0.5%
6	1584	0.3%
Other values (2)	2334	0.4%

COBRANCA
Real number (ℝ)

Distinct	22
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.674738

Minimum	11
Maximum	63
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	11
5-th percentile	12
Q1	12
median	14
Q3	21
95-th percentile	31
Maximum	63
Range	52
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	8.3349064
Coefficient of variation (CV)	0.47157171
Kurtosis	6.1810786
Mean	17.674738
Median Absolute Deviation (MAD)	2
Skewness	2.3008944
Sum	2366506
Variance	69.470665
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
12	62484	46.7%
21	34536	25.8%
14	9520	7.1%
31	8372	6.3%
16	4949	3.7%
51	4447	3.3%
15	3575	2.7%
23	3316	2.5%
18	803	0.6%
26	665	0.5%
Other values (12)	1225	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	102	0.1%
12	62484	46.7%
14	9520	7.1%
15	3575	2.7%
16	4949	3.7%
18	803	0.6%
19	432	0.3%
21	34536	25.8%
22	53	< 0.1%
23	3316	2.5%

Value	Count	Frequency (%)
63	1	< 0.1%
62	3	< 0.1%
61	9	< 0.1%
51	4447	3.3%
43	28	< 0.1%
42	34	< 0.1%
41	103	0.1%
31	8372	6.3%
28	447	0.3%
27	11	< 0.1%

NAT_JUR
Real number (ℝ)

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2690.4383

Minimum	1023
Maximum	3999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1023
5-th percentile	1023
Q1	1031
median	3069
Q3	3999
95-th percentile	3999
Maximum	3999
Range	2976
Interquartile range (IQR)	2968

Descriptive statistics

Standard deviation	1356.9975
Coefficient of variation (CV)	0.50437784
Kurtosis	-1.7904834
Mean	2690.4383
Median Absolute Deviation (MAD)	930
Skewness	-0.27241808
Sum	3.6022817 × 10⁸
Variance	1841442.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
3999	60507	45.2%
1023	31402	23.5%
3069	19543	14.6%
1244	11042	8.2%
1031	9162	6.8%
1120	918	0.7%
1112	784	0.6%
2011	281	0.2%
2240	192	0.1%
1155	20	< 0.1%
Other values (3)	41	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1023	31402	23.5%
1031	9162	6.8%
1112	784	0.6%
1120	918	0.7%
1155	20	< 0.1%
1210	15	< 0.1%
1244	11042	8.2%
1279	17	< 0.1%
2011	281	0.2%
2062	9	< 0.1%

Value	Count	Frequency (%)
3999	60507	45.2%
3069	19543	14.6%
2240	192	0.1%
2062	9	< 0.1%
2011	281	0.2%
1279	17	< 0.1%
1244	11042	8.2%
1210	15	< 0.1%
1155	20	< 0.1%
1120	918	0.7%

GESTAO
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

2	71027
1	62865

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	133.892
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	71027	53.0%
1	62865	47.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	71027	53.0%
1	62865	47.0%

Most occurring characters

Value	Count	Frequency (%)
2	71027	53.0%
1	62865	47.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	71027	53.0%
1	62865	47.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	71027	53.0%
1	62865	47.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	71027	53.0%
1	62865	47.0%

MUNIC_MOV
Real number (ℝ)

Distinct	267
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	353069.16

Minimum	350010
Maximum	355710
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	350010
5-th percentile	350190
Q1	351620
median	352710
Q3	354980
95-th percentile	355030
Maximum	355710
Range	5700
Interquartile range (IQR)	3360

Descriptive statistics

Standard deviation	1702.3451
Coefficient of variation (CV)	0.0048215627
Kurtosis	-1.4103346
Mean	353069.16
Median Absolute Deviation (MAD)	1630
Skewness	-0.14957032
Sum	4.7273136 × 10¹⁰
Variance	2897978.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
355030	23982	17.9%
352260	12199	9.1%
351518	5682	4.2%
354980	5644	4.2%
354140	5482	4.1%
350190	5095	3.8%
352530	4387	3.3%
351670	4036	3.0%
351110	3844	2.9%
354390	3665	2.7%
Other values (257)	59876	44.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
350010	1515	1.1%
350050	34	< 0.1%
350100	240	0.2%
350110	5	< 0.1%
350130	25	< 0.1%
350160	1729	1.3%
350170	25	< 0.1%
350190	5095	3.8%
350210	2	< 0.1%
350220	7	< 0.1%

Value	Count	Frequency (%)
355710	14	< 0.1%
355700	48	< 0.1%
355680	27	< 0.1%
355670	102	0.1%
355650	113	0.1%
355630	39	< 0.1%
355620	1	< 0.1%
355600	1	< 0.1%
355540	424	0.3%
355500	4	< 0.1%

IDADE
Real number (ℝ)

Distinct	100
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.113898

Minimum	0
Maximum	99
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	18
Q1	27
median	36
Q3	46
95-th percentile	62
Maximum	99
Range	99
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	13.273623
Coefficient of variation (CV)	0.35764561
Kurtosis	-0.031258942
Mean	37.113898
Median Absolute Deviation (MAD)	9
Skewness	0.54210723
Sum	4969254
Variance	176.18906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36	4038	3.0%
33	4019	3.0%
37	3923	2.9%
34	3895	2.9%
35	3852	2.9%
32	3827	2.9%
38	3809	2.8%
39	3789	2.8%
31	3718	2.8%
40	3713	2.8%
Other values (90)	95309	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	6	< 0.1%
2	1	< 0.1%
3	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
6	2	< 0.1%
7	6	< 0.1%
8	9	< 0.1%
9	18	< 0.1%

Value	Count	Frequency (%)
99	5	< 0.1%
98	12	< 0.1%
97	8	< 0.1%
96	5	< 0.1%
95	7	< 0.1%
94	2	< 0.1%
93	2	< 0.1%
92	1	< 0.1%
91	3	< 0.1%
90	7	< 0.1%

DIAS_PERM
Real number (ℝ)

ZEROS

Distinct	62
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.13062

Minimum	0
Maximum	120
Zeros	2571
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	4
median	12
Q3	24
95-th percentile	31
Maximum	120
Range	120
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	10.938742
Coefficient of variation (CV)	0.77411617
Kurtosis	-0.92871915
Mean	14.13062
Median Absolute Deviation (MAD)	9
Skewness	0.47129866
Sum	1891977
Variance	119.65607
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	10201	7.6%
31	9737	7.3%
30	9610	7.2%
1	8980	6.7%
3	8112	6.1%
4	6624	4.9%
5	5540	4.1%
6	4997	3.7%
7	4813	3.6%
8	4072	3.0%
Other values (52)	61206	45.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2571	1.9%
1	8980	6.7%
2	10201	7.6%
3	8112	6.1%
4	6624	4.9%
5	5540	4.1%
6	4997	3.7%
7	4813	3.6%
8	4072	3.0%
9	3657	2.7%

Value	Count	Frequency (%)
120	1	< 0.1%
104	1	< 0.1%
101	1	< 0.1%
98	1	< 0.1%
91	1	< 0.1%
79	1	< 0.1%
77	1	< 0.1%
70	1	< 0.1%
67	1	< 0.1%
63	1	< 0.1%

CAR_INT
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

2	95022
1	38870

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	133.892
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
2	95022	71.0%
1	38870	29.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	95022	71.0%
1	38870	29.0%

Most occurring characters

Value	Count	Frequency (%)
2	95022	71.0%
1	38870	29.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	95022	71.0%
1	38870	29.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	95022	71.0%
1	38870	29.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	95022	71.0%
1	38870	29.0%

GESTOR_TP
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	123875
1	10017

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	133.892
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	123875	92.5%
1	10017	7.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	123875	92.5%
1	10017	7.5%

Most occurring characters

Value	Count	Frequency (%)
0	123875	92.5%
1	10017	7.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	123875	92.5%
1	10017	7.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	123875	92.5%
1	10017	7.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	123875	92.5%
1	10017	7.5%

GESTOR_CPF
Real number (ℝ)

ZEROS

Distinct	225
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2544003 × 10⁹

Minimum	0
Maximum	9.9238048 × 10¹⁰
Zeros	123875
Zeros (%)	92.5%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8.6031398 × 10⁹
Maximum	9.9238048 × 10¹⁰
Range	9.9238048 × 10¹⁰
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.2405471 × 10⁹
Coefficient of variation (CV)	5.7721186
Kurtosis	106.14321
Mean	1.2544003 × 10⁹
Median Absolute Deviation (MAD)	0
Skewness	9.5754224
Sum	1.6795416 × 10¹⁴
Variance	5.2425523 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	123875	92.5%
1.202259413 × 10¹⁰	3211	2.4%
4790603806	532	0.4%
3703352876	515	0.4%
2.81765398 × 10¹⁰	383	0.3%
5151489895	349	0.3%
1.026310084 × 10¹⁰	302	0.2%
7377224878	297	0.2%
1.13033698 × 10¹⁰	292	0.2%
201317800	236	0.2%
Other values (215)	3900	2.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	123875	92.5%
197060811	40	< 0.1%
201317800	236	0.2%
251334899	3	< 0.1%
547715870	1	< 0.1%
740087819	12	< 0.1%
749763701	110	0.1%
756467810	1	< 0.1%
769404898	2	< 0.1%
811070727	8	< 0.1%

Value	Count	Frequency (%)
9.923804772 × 10¹⁰	2	< 0.1%
9.831337182 × 10¹⁰	3	< 0.1%
9.605342987 × 10¹⁰	2	< 0.1%
9.322726482 × 10¹⁰	204	0.2%
9.310346885 × 10¹⁰	5	< 0.1%
9.297053289 × 10¹⁰	41	< 0.1%
9.285270086 × 10¹⁰	9	< 0.1%
9.24896728 × 10¹⁰	1	< 0.1%
9.222793782 × 10¹⁰	144	0.1%
9.094919672 × 10¹⁰	14	< 0.1%

CNES
Real number (ℝ)

Distinct	418
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2466272.3

Minimum	8028
Maximum	9773657
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	8028
5-th percentile	2058782
Q1	2080028
median	2084317
Q3	2097648
95-th percentile	5586348
Maximum	9773657
Range	9765629
Interquartile range (IQR)	17620

Descriptive statistics

Standard deviation	1133395.9
Coefficient of variation (CV)	0.45955831
Kurtosis	14.099795
Mean	2466272.3
Median Absolute Deviation (MAD)	5992
Skewness	3.4514365
Sum	3.3021413 × 10¹¹
Variance	1.2845863 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2085143	12131	9.1%
2097648	5606	4.2%
2084384	5474	4.1%
2084317	5032	3.8%
2790653	4305	3.2%
2745356	4035	3.0%
2058626	3774	2.8%
2083159	3665	2.7%
2080117	3090	2.3%
2058782	2990	2.2%
Other values (408)	83790	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8028	78	0.1%
8036	1	< 0.1%
8052	177	0.1%
8087	3	< 0.1%
8494	8	< 0.1%
8923	1023	0.8%
9628	39	< 0.1%
24228	1	< 0.1%
26417	4	< 0.1%
102075	24	< 0.1%

Value	Count	Frequency (%)
9773657	567	0.4%
9680500	1	< 0.1%
9677011	2	< 0.1%
9639659	21	< 0.1%
9556095	1	< 0.1%
9465464	126	0.1%
9425802	2	< 0.1%
9377255	47	< 0.1%
9267263	16	< 0.1%
7947984	79	0.1%

CNPJ_MANT
Real number (ℝ)

ZEROS

Distinct	74
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0537433 × 10¹³

Minimum	0
Maximum	6.8020916 × 10¹³
Zeros	76185
Zeros (%)	56.9%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4.63745 × 10¹³
95-th percentile	4.6523247 × 10¹³
Maximum	6.8020916 × 10¹³
Range	6.8020916 × 10¹³
Interquartile range (IQR)	4.63745 × 10¹³

Descriptive statistics

Standard deviation	2.375279 × 10¹³
Coefficient of variation (CV)	1.1565608
Kurtosis	-1.8136469
Mean	2.0537433 × 10¹³
Median Absolute Deviation (MAD)	0
Skewness	0.32460437
Sum	2.7497979 × 10¹⁸
Variance	5.6419503 × 10²⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	76185	56.9%
4.63745 × 10¹³	31402	23.5%
4.639213 × 10¹³	9198	6.9%
6.1956496 × 10¹³	2323	1.7%
4.6319 × 10¹³	1491	1.1%
6.044804 × 10¹³	1411	1.1%
4.6523015 × 10¹³	1287	1.0%
4.6523247 × 10¹³	1233	0.9%
4.6522942 × 10¹³	1047	0.8%
4.7018676 × 10¹³	874	0.7%
Other values (64)	7441	5.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	76185	56.9%
4.3465459 × 10¹³	2	< 0.1%
4.3976166 × 10¹³	11	< 0.1%
4.4440121 × 10¹³	5	< 0.1%
4.4892693 × 10¹³	4	< 0.1%
4.5176005 × 10¹³	221	0.2%
4.5192564 × 10¹³	4	< 0.1%
4.5196698 × 10¹³	1	< 0.1%
4.5276128 × 10¹³	16	< 0.1%
4.5279643 × 10¹³	5	< 0.1%

Value	Count	Frequency (%)
6.8020916 × 10¹³	39	< 0.1%
6.7995027 × 10¹³	9	< 0.1%
6.1986402 × 10¹³	19	< 0.1%
6.1956496 × 10¹³	2323	1.7%
6.0992427 × 10¹³	85	0.1%
6.0499365 × 10¹³	357	0.3%
6.044804 × 10¹³	1411	1.1%
6.019499 × 10¹³	163	0.1%
5.9307595 × 10¹³	276	0.2%
5.8200015 × 10¹³	213	0.2%

REGCT
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	82578
7102	51033
7106	281

Length

Max length	4
Median length	1
Mean length	2.1497476
Min length	1

Characters and Unicode

Total characters	287.834
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	7102
2nd row	7102
3rd row	7102
4th row	7102
5th row	7102

Common Values

Value	Count	Frequency (%)
0	82578	61.7%
7102	51033	38.1%
7106	281	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	82578	61.7%
7102	51033	38.1%
7106	281	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	133892	46.5%
7	51314	17.8%
1	51314	17.8%
2	51033	17.7%
6	281	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	287834	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	133892	46.5%
7	51314	17.8%
1	51314	17.8%
2	51033	17.7%
6	281	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	287834	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	133892	46.5%
7	51314	17.8%
1	51314	17.8%
2	51033	17.7%
6	281	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	287834	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	133892	46.5%
7	51314	17.8%
1	51314	17.8%
2	51033	17.7%
6	281	0.1%

RACA_COR
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.797979

Minimum	1
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	99
Maximum	99
Range	98
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	26.803908
Coefficient of variation (CV)	2.7356568
Kurtosis	7.15632
Mean	9.797979
Median Absolute Deviation (MAD)	0
Skewness	3.0235831
Sum	1311871
Variance	718.44947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	70681	52.8%
3	39127	29.2%
2	12428	9.3%
99	11077	8.3%
4	565	0.4%
5	14	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	70681	52.8%
2	12428	9.3%
3	39127	29.2%
4	565	0.4%
5	14	< 0.1%
99	11077	8.3%

Value	Count	Frequency (%)
99	11077	8.3%
5	14	< 0.1%
4	565	0.4%
3	39127	29.2%
2	12428	9.3%
1	70681	52.8%

SEQUENCIA
Real number (ℝ)

Distinct	53823
Distinct (%)	40.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25270.539

Minimum	1
Maximum	134774
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	64
Q1	462
median	15160.5
Q3	36541.25
95-th percentile	93237.45
Maximum	134774
Range	134773
Interquartile range (IQR)	36079.25

Descriptive statistics

Standard deviation	30333.921
Coefficient of variation (CV)	1.200367
Kurtosis	0.4726413
Mean	25270.539
Median Absolute Deviation (MAD)	14787.5
Skewness	1.2474711
Sum	3.383523 × 10⁹
Variance	9.2014676 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
88	167	0.1%
99	162	0.1%
80	162	0.1%
90	162	0.1%
129	161	0.1%
79	161	0.1%
51	160	0.1%
59	160	0.1%
85	160	0.1%
107	159	0.1%
Other values (53813)	132278	98.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	34	< 0.1%
2	26	< 0.1%
3	25	< 0.1%
4	33	< 0.1%
5	32	< 0.1%
6	38	< 0.1%
7	37	< 0.1%
8	44	< 0.1%
9	59	< 0.1%
10	57	< 0.1%

Value	Count	Frequency (%)
134774	1	< 0.1%
134386	1	< 0.1%
134385	1	< 0.1%
134382	1	< 0.1%
134380	1	< 0.1%
134379	1	< 0.1%
134378	1	< 0.1%
134377	1	< 0.1%
134375	1	< 0.1%
134371	1	< 0.1%

REMESSA
Text

Distinct	4848
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

Length

Max length	21
Median length	21
Mean length	21
Min length	21

Characters and Unicode

Total characters	2.811.732
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1.309 ?
Unique (%)	1.0%

Sample

1st row	HE35000001N201901.DTS
2nd row	HE35000001N201901.DTS
3rd row	HE35000001N201901.DTS
4th row	HE35000001N201901.DTS
5th row	HE35000001N201901.DTS

Value	Count	Frequency (%)
he35000001n202308.dts	1633	1.2%
he35000001n202312.dts	1576	1.2%
he35000001n202310.dts	1550	1.2%
he35000001n202311.dts	1489	1.1%
he35000001n202306.dts	1488	1.1%
he35000001n202309.dts	1479	1.1%
he35000001n201910.dts	1455	1.1%
he35000001n202307.dts	1443	1.1%
he35000001n202305.dts	1443	1.1%
he35000001n202001.dts	1426	1.1%
Other values (4838)	118910	88.8%

Most occurring characters

Value	Count	Frequency (%)
0	781619	27.8%
2	304078	10.8%
1	273218	9.7%
3	198184	7.0%
5	167085	5.9%
H	133892	4.8%
D	133892	4.8%
S	133892	4.8%
T	133892	4.8%
.	133892	4.8%
Other values (8)	418088	14.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2811732	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	781619	27.8%
2	304078	10.8%
1	273218	9.7%
3	198184	7.0%
5	167085	5.9%
H	133892	4.8%
D	133892	4.8%
S	133892	4.8%
T	133892	4.8%
.	133892	4.8%
Other values (8)	418088	14.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2811732	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	781619	27.8%
2	304078	10.8%
1	273218	9.7%
3	198184	7.0%
5	167085	5.9%
H	133892	4.8%
D	133892	4.8%
S	133892	4.8%
T	133892	4.8%
.	133892	4.8%
Other values (8)	418088	14.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2811732	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	781619	27.8%
2	304078	10.8%
1	273218	9.7%
3	198184	7.0%
5	167085	5.9%
H	133892	4.8%
D	133892	4.8%
S	133892	4.8%
T	133892	4.8%
.	133892	4.8%
Other values (8)	418088	14.9%

AUD_JUST
Categorical

IMBALANCE

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

None	88322
nan	45435
.	43
1.0	26
1	25
Other values (23)	41

Length

Max length	50
Median length	4
Mean length	3.6979132
Min length	3

Characters and Unicode

Total characters	495.121
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	< 0.1%

Sample

1st row	None
2nd row	None
3rd row	None
4th row	None
5th row	None

Common Values

Value	Count	Frequency (%)
None	88322	66.0%
nan	45435	33.9%
.	43	< 0.1%
1.0	26	< 0.1%
1	25	< 0.1%
SAS97	15	< 0.1%
SITUAaO DE RUA	4	< 0.1%
NaO HOUVE TEMPO HABIL PARA CONFECaO DO CNS.	2	< 0.1%
PACIENTE SEM IDENTIFICAAO	1	< 0.1%
PACIENTE TRAZIFO PELA GCM ENTROU PELA EMERGENCIA E	1	< 0.1%
Other values (18)	18	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	88322	65.9%
nan	45435	33.9%
	44	< 0.1%
1.0	26	< 0.1%
1	25	< 0.1%
sas97	15	< 0.1%
de	7	< 0.1%
rua	6	< 0.1%
sem	6	< 0.1%
situaao	5	< 0.1%
Other values (56)	76	0.1%

Most occurring characters

Value	Count	Frequency (%)
n	179192	36.2%
N	88351	17.8%
e	88322	17.8%
o	88322	17.8%
a	45445	9.2%
	4784	1.0%
.	71	< 0.1%
A	71	< 0.1%
S	66	< 0.1%
E	63	< 0.1%
Other values (27)	434	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	495121	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	179192	36.2%
N	88351	17.8%
e	88322	17.8%
o	88322	17.8%
a	45445	9.2%
	4784	1.0%
.	71	< 0.1%
A	71	< 0.1%
S	66	< 0.1%
E	63	< 0.1%
Other values (27)	434	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	495121	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	179192	36.2%
N	88351	17.8%
e	88322	17.8%
o	88322	17.8%
a	45445	9.2%
	4784	1.0%
.	71	< 0.1%
A	71	< 0.1%
S	66	< 0.1%
E	63	< 0.1%
Other values (27)	434	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	495121	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	179192	36.2%
N	88351	17.8%
e	88322	17.8%
o	88322	17.8%
a	45445	9.2%
	4784	1.0%
.	71	< 0.1%
A	71	< 0.1%
S	66	< 0.1%
E	63	< 0.1%
Other values (27)	434	0.1%

DIAGSEC1
Text

Distinct	1331
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

Length

Max length	7
Median length	7
Mean length	6.3158964
Min length	4

Characters and Unicode

Total characters	845.648
Distinct characters	40
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	608 ?
Unique (%)	0.5%

Sample

1st row	no_info
2nd row	F209
3rd row	F200
4th row	F192
5th row	no_info

Value	Count	Frequency (%)
no_info	103360	77.2%
f102	2437	1.8%
f29	2211	1.7%
f192	1315	1.0%
f603	1159	0.9%
f200	1086	0.8%
f918	952	0.7%
f172	767	0.6%
f411	732	0.5%
i10	678	0.5%
Other values (1321)	19195	14.3%

Most occurring characters

Value	Count	Frequency (%)
n	206720	24.4%
o	206720	24.4%
_	103360	12.2%
i	103360	12.2%
f	103360	12.2%
F	24208	2.9%
1	16661	2.0%
2	16152	1.9%
0	15504	1.8%
9	11178	1.3%
Other values (30)	38425	4.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	845648	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	206720	24.4%
o	206720	24.4%
_	103360	12.2%
i	103360	12.2%
f	103360	12.2%
F	24208	2.9%
1	16661	2.0%
2	16152	1.9%
0	15504	1.8%
9	11178	1.3%
Other values (30)	38425	4.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	845648	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	206720	24.4%
o	206720	24.4%
_	103360	12.2%
i	103360	12.2%
f	103360	12.2%
F	24208	2.9%
1	16661	2.0%
2	16152	1.9%
0	15504	1.8%
9	11178	1.3%
Other values (30)	38425	4.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	845648	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	206720	24.4%
o	206720	24.4%
_	103360	12.2%
i	103360	12.2%
f	103360	12.2%
F	24208	2.9%
1	16661	2.0%
2	16152	1.9%
0	15504	1.8%
9	11178	1.3%
Other values (30)	38425	4.5%

DIAGSEC2
Text

Distinct	597
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

Length

Max length	7
Median length	7
Mean length	6.9307875
Min length	4

Characters and Unicode

Total characters	927.977
Distinct characters	39
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	332 ?
Unique (%)	0.2%

Sample

1st row	no_info
2nd row	no_info
3rd row	no_info
4th row	no_info
5th row	no_info

Value	Count	Frequency (%)
no_info	130803	97.7%
i10	162	0.1%
f29	144	0.1%
f102	107	0.1%
f603	72	0.1%
r451	70	0.1%
f192	67	0.1%
f918	67	0.1%
f058	65	< 0.1%
x649	65	< 0.1%
Other values (587)	2270	1.7%

Most occurring characters

Value	Count	Frequency (%)
n	261606	28.2%
o	261606	28.2%
_	130803	14.1%
f	130803	14.1%
i	130803	14.1%
0	1532	0.2%
F	1495	0.2%
1	1465	0.2%
9	1173	0.1%
2	1132	0.1%
Other values (29)	5559	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	927977	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	261606	28.2%
o	261606	28.2%
_	130803	14.1%
f	130803	14.1%
i	130803	14.1%
0	1532	0.2%
F	1495	0.2%
1	1465	0.2%
9	1173	0.1%
2	1132	0.1%
Other values (29)	5559	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	927977	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	261606	28.2%
o	261606	28.2%
_	130803	14.1%
f	130803	14.1%
i	130803	14.1%
0	1532	0.2%
F	1495	0.2%
1	1465	0.2%
9	1173	0.1%
2	1132	0.1%
Other values (29)	5559	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	927977	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	261606	28.2%
o	261606	28.2%
_	130803	14.1%
f	130803	14.1%
i	130803	14.1%
0	1532	0.2%
F	1495	0.2%
1	1465	0.2%
9	1173	0.1%
2	1132	0.1%
Other values (29)	5559	0.6%

TPDISEC1
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	103360
1	24627
2	5905

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	133.892
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	103360	77.2%
1	24627	18.4%
2	5905	4.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	103360	77.2%
1	24627	18.4%
2	5905	4.4%

Most occurring characters

Value	Count	Frequency (%)
0	103360	77.2%
1	24627	18.4%
2	5905	4.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	103360	77.2%
1	24627	18.4%
2	5905	4.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	103360	77.2%
1	24627	18.4%
2	5905	4.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	103360	77.2%
1	24627	18.4%
2	5905	4.4%

TPDISEC2
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	130803
1	2444
2	645

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	133.892
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	130803	97.7%
1	2444	1.8%
2	645	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	130803	97.7%
1	2444	1.8%
2	645	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	130803	97.7%
1	2444	1.8%
2	645	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	130803	97.7%
1	2444	1.8%
2	645	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	130803	97.7%
1	2444	1.8%
2	645	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	133892	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	130803	97.7%
1	2444	1.8%
2	645	0.5%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	UF_ZI	ANO_CMPT	MES_CMPT	ESPEC	CGC_HOSP	N_AIH	IDENT	CEP	MUNIC_RES	NASC	SEXO	QT_DIARIAS	PROC_SOLIC	PROC_REA	VAL_SH	VAL_SP	VAL_TOT	US_TOT	DT_INTER	DT_SAIDA	DIAG_PRINC	COBRANCA	NAT_JUR	GESTAO	MUNIC_MOV	IDADE	DIAS_PERM	CAR_INT	CNES	CNPJ_MANT	REGCT	RACA_COR	SEQUENCIA	REMESSA	AUD_JUST	DIAGSEC1	DIAGSEC2	TPDISEC1
0	350000	2019	1	5	46374500013504	3519101604414	1	8570390	352310	1970-01-01 00:00:00.019971208	1	2	303170140	303170140	99.56	14.44	114.00	30.56	1970-01-01 00:00:00.020190116	1970-01-01 00:00:00.020190118	F192	12	1023	2	352310	21	2	2	2078562	46374500000194	7102	3	62344	HE35000001N201901.DTS	None	no_info	no_info	0
1	350000	2019	1	5	46374500013504	3519101604766	1	8576510	352310	1970-01-01 00:00:00.019910417	1	7	303170140	303170140	348.46	50.54	399.00	106.97	1970-01-01 00:00:00.020190117	1970-01-01 00:00:00.020190124	F192	12	1023	2	352310	27	7	2	2078562	46374500000194	7102	2	62346	HE35000001N201901.DTS	None	F209	no_info	1
2	350000	2019	1	5	46374500013504	3519101604887	1	8595850	352310	1970-01-01 00:00:00.019620707	3	9	303170140	303170140	545.46	64.98	610.44	163.65	1970-01-01 00:00:00.020190117	1970-01-01 00:00:00.020190126	F312	12	1023	2	352310	56	9	2	2078562	46374500000194	7102	3	62347	HE35000001N201901.DTS	None	F200	no_info	1
3	350000	2019	1	5	46374500013504	3519101604953	1	8595500	352310	1970-01-01 00:00:00.019820905	1	13	303170140	303170140	647.14	93.86	741.00	198.65	1970-01-01 00:00:00.020190117	1970-01-01 00:00:00.020190130	F312	12	1023	2	352310	36	13	2	2078562	46374500000194	7102	2	62348	HE35000001N201901.DTS	None	F192	no_info	1
4	350000	2019	1	5	46374500013504	3519101605195	1	8570080	352310	1970-01-01 00:00:00.019811220	1	7	303170140	303170140	348.46	50.54	399.00	106.97	1970-01-01 00:00:00.020190118	1970-01-01 00:00:00.020190125	F312	12	1023	2	352310	37	7	2	2078562	46374500000194	7102	1	62350	HE35000001N201901.DTS	None	no_info	no_info	0
5	350000	2019	1	5	46374500010904	3519101659249	1	8452332	355030	1970-01-01 00:00:00.019940831	3	3	303170131	303170131	149.34	21.66	171.00	45.84	1970-01-01 00:00:00.020190114	1970-01-01 00:00:00.020190117	F322	12	1023	2	355030	24	3	2	2079240	46374500000194	7102	3	63116	HE35000001N201901.DTS	None	no_info	no_info	0
6	350000	2019	1	5	46374500010904	3519101659623	1	8461110	355030	1970-01-01 00:00:00.019910815	1	4	303170131	303170131	199.12	28.88	228.00	61.12	1970-01-01 00:00:00.020190115	1970-01-01 00:00:00.020190119	F192	12	1023	2	355030	27	4	2	2079240	46374500000194	7102	1	63121	HE35000001N201901.DTS	None	F329	no_info	2
7	350000	2019	1	5	46374500004939	3511104634972	5	14062077	354340	1970-01-01 00:00:00.019740717	1	31	303170093	303170093	1052.51	143.84	1196.35	320.73	1970-01-01 00:00:00.020110213	1970-01-01 00:00:00.020190131	F192	23	1023	2	354340	44	31	2	2078031	46374500000194	7102	2	16156	HE35000001N201901.DTS	None	no_info	no_info	0
8	350000	2019	1	5	46374500004939	3518132350370	5	14093200	354340	1970-01-01 00:00:00.019931014	1	20	303170093	303170093	679.04	92.80	771.84	206.92	1970-01-01 00:00:00.020181203	1970-01-01 00:00:00.020190121	F192	12	1023	2	354340	25	21	2	2078031	46374500000194	7102	99	16264	HE35000001N201901.DTS	None	no_info	no_info	0
9	350000	2019	1	5	46374500004939	3512115599180	5	13360000	351040	1970-01-01 00:00:00.019810625	1	31	303170093	303170093	1052.51	143.84	1196.35	320.73	1970-01-01 00:00:00.020120806	1970-01-01 00:00:00.020190131	F190	21	1023	2	354340	37	31	2	2078031	46374500000194	7102	3	16162	HE35000001N201901.DTS	None	no_info	no_info	0

	UF_ZI	ANO_CMPT	MES_CMPT	ESPEC	CGC_HOSP	N_AIH	IDENT	CEP	MUNIC_RES	NASC	SEXO	QT_DIARIAS	PROC_SOLIC	PROC_REA	VAL_SH	VAL_SP	VAL_TOT	US_TOT	DT_INTER	DT_SAIDA	DIAG_PRINC	COBRANCA	NAT_JUR	GESTAO	MUNIC_MOV	IDADE	DIAS_PERM	CAR_INT	GESTOR_TP	GESTOR_CPF	CNES	CNPJ_MANT	REGCT	RACA_COR	SEQUENCIA	REMESSA	AUD_JUST	DIAGSEC1	DIAGSEC2	TPDISEC1	TPDISEC2
133882	350000	2023	12	5	46374500013849	3523124217646	1	6665205	352250	1970-01-01 00:00:00.019620309	3	14	303170140	303170140	696.92	101.08	798.00	161.21	1970-01-01 00:00:00.020231213	1970-01-01 00:00:00.020231227	F319	12	1023	2	352250	61	14	2	0	0	2078104	46374500000194	7102	3	62176	HE35000001N202312.DTS	nan	F059	I10	1	1
133883	350000	2023	12	5	46374500013849	3523124205370	1	6422040	350570	1970-01-01 00:00:00.019880225	1	5	303170182	303170182	248.90	36.10	285.00	57.57	1970-01-01 00:00:00.020231128	1970-01-01 00:00:00.020231203	F192	12	1023	2	352250	35	5	2	0	0	2078104	46374500000194	7102	3	62169	HE35000001N202312.DTS	nan	F102	no_info	1	0
133884	350000	2023	12	5	46374500013849	3523124209550	1	6663000	352250	1970-01-01 00:00:00.020040427	1	15	303170182	303170182	941.58	108.30	1049.88	212.09	1970-01-01 00:00:00.020231127	1970-01-01 00:00:00.020231212	F195	12	1023	2	352250	19	15	2	0	0	2078104	46374500000194	7102	1	62173	HE35000001N202312.DTS	nan	F121	no_info	1	0
133885	350000	2023	12	5	46374500013253	3523101950203	1	2938000	355030	1970-01-01 00:00:00.019900101	1	19	303170093	303170093	830.89	113.43	944.32	190.77	1970-01-01 00:00:00.020231029	1970-01-01 00:00:00.020231117	F192	12	1023	2	355030	33	19	1	1	12022594134	2077418	46374500000194	7102	3	45084	HE35000001N202312.DTS	nan	no_info	no_info	0	0
133886	350000	2023	12	5	46374500013253	3523101950225	1	2938000	355030	1970-01-01 00:00:00.019970101	1	4	303170093	303170093	174.92	23.88	198.80	40.16	1970-01-01 00:00:00.020231028	1970-01-01 00:00:00.020231101	F192	14	1023	2	355030	26	4	1	1	12022594134	2077418	46374500000194	7102	1	45085	HE35000001N202312.DTS	nan	no_info	no_info	0	0
133887	350000	2023	12	5	46374500013253	3523101950313	1	2938000	355030	1970-01-01 00:00:00.019830101	1	2	303170093	303170093	87.46	11.94	99.40	20.08	1970-01-01 00:00:00.020231104	1970-01-01 00:00:00.020231106	F192	14	1023	2	355030	40	2	1	1	12022594134	2077418	46374500000194	7102	1	45089	HE35000001N202312.DTS	nan	no_info	no_info	0	0
133888	350000	2023	12	3	0	3523103056693	1	13165496	350380	1970-01-01 00:00:00.019940201	3	2	303170140	303170140	49.78	7.22	57.00	11.51	1970-01-01 00:00:00.020231022	1970-01-01 00:00:00.020231024	F312	51	1112	2	350950	29	2	2	0	0	2079798	46068425000133	7102	3	9866	HE35000001N202312.DTS	nan	no_info	no_info	0	0
133889	350000	2023	12	3	0	3523103141250	1	13387764	353340	1970-01-01 00:00:00.019750925	3	21	303170140	303170140	1050.38	151.62	1202.00	242.82	1970-01-01 00:00:00.020230920	1970-01-01 00:00:00.020231011	F319	11	1112	2	350950	47	21	1	0	0	2079798	46068425000133	7102	3	10198	HE35000001N202312.DTS	nan	no_info	no_info	0	0
133890	350000	2023	12	3	0	3523103143934	1	13060743	350950	1970-01-01 00:00:00.019980714	3	30	303170140	303170140	1499.40	216.60	1716.00	346.66	1970-01-01 00:00:00.020230902	1970-01-01 00:00:00.020231002	F311	18	1112	2	350950	25	30	2	1	7377224878	2079798	46068425000133	7102	1	10423	HE35000001N202312.DTS	nan	no_info	no_info	0	0
133891	350000	2023	12	3	0	3523103143978	1	13060743	350950	1970-01-01 00:00:00.019980714	3	15	303170140	303170140	746.70	108.30	855.00	172.72	1970-01-01 00:00:00.020231002	1970-01-01 00:00:00.020231017	F311	12	1112	2	350950	25	15	2	1	7377224878	2079798	46068425000133	7102	1	10427	HE35000001N202312.DTS	nan	no_info	no_info	0	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values